Introducing a Novel Figure of Merit for Evaluating Stability of Perovskite Solar Cells: Utilizing Long Short-Term Memory Neural Networks by Zahraa Ismail (22457644)

“…The comparative analysis of model complexity confirmed that increasing the sophistication of the LSTM model significantly enhances predictive accuracy and generalization capabilities. …”

THz-Enabled UAV Communications Under Pointing Errors: Tractable Statistical Channel Modeling and Security Analysis by Mohammad Javad Saber (4334227)

“…<p dir="ltr">Unmanned aerial vehicles (UAVs) are increasingly being utilized as mobile base stations for rapidly establishing temporary wireless coverage in emergency situations and remote locations. …”

A Novel Partitioned Random Forest Method-Based Facial Emotion Recognition by Hanif Heidari (22467148)

“…Most improved RF versions modify attribute selection processes or combine them with other machine learning algorithms, increasing their complexity. Identifying an appropriate training dataset and determining its size remain open questions. …”

Secrecy Performance of a RIS-Assisted Wireless Network: A Comprehensive Analysis Under Outdated CSI by Tasneem Alshamaseen (22392382)

“…</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Open Journal of the Communications Society<br>License: <a href="https://creativecommons.org/licenses/by/4.0/deed.en" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/ojcoms.2025.3547960" target="_blank">https://dx.doi.org/10.1109/ojcoms.2025.3547960</a></p>…”

Lead exposure of Bangladeshi women at childbearing age: Does mother's education reduce fetal risk factors? by Sharmind Neelotpol (19732277)

“…Depending on its concentration in the body, lead may cause lower IQ level, autism, abnormal pregnancy outcome, abortion, and increased involvement in crime. As lead can cross the placental barrier and affect the fetus, pregnant women, fetuses, and children are more vulnerable to lead poisoning because of rapid bone mobilization and neurodevelopment. …”

Reducing injuries among young drivers: what kind of measures are needed? by Hans-Yngve Berg (19794540)

“…For example, communication campaigns and increased enforcement may be used simultaneously and in particular target young males. …”

A new method for improving the solar photovoltaic unit efficiency through neem oil as coolant medium for high power applications—an experimental investigation by Karthikeyan Ganesan (269200)

“…The neem oil is not filled in the backside tank completely for the reason that the oil needed some breathing gap. The breathing gap of PCM is to enhance the heat-withstand efficiency. …”

An Exploration of Smoking Patterns Among People with Serious Mental Illness Attending an Outpatient Clinic in Qatar by Monica Zolezzi (10115698)

“…Still, only a few current smokers were on smoking cessation treatment. Efforts are needed to implement smoking cessation strategies in this population.…”

Building A Passive Thermal Management System Using Phase Change Material Embedded In Porous Media by Azzam, Mohammed H. A.

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Energy Efficient Refurbishment for Existing Office Building in UAE by Kalkura, Subraya

“…The main principles of sustainable refurbishment are to improve the living conditions and to provide user-friendly spaces, increasing flexibility of the whole building and its parts according to the current and future needs of the inhabitants. The other principles are to decrease the energy use and related operational expenses while to increase use of environment-friendly materials and renewable energy sources. …”
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Clinical correlates of white-matter abnormalities on head magnetic resonance imaging by Dimassi, Hani

“…Children with white-matter abnormalities and increased tone had a greater frequency of increased reflexes and tended to have more signal abnormalities than the other groups. …”
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Acute pain management and assessment by Zeitoun, Abeer A.

“…Conclusion  This study reflects the lack of a well-structured system for pain management in Lebanese hospitals. It underlines the need for pain research in the region. It also highlights the need for implementing the recommendations discussed to minimize risk and optimize pain management.…”
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Seat belt and mobile phone use among young adult drivers in the State of Qatar by Sohaila Cheema (4162534)

“…Concomitant with rapid socioeconomic growth, infrastructure development and increased vehicle ownership, injury, disability and mortality due to road traffic collisions are high in the Gulf Cooperation Council countries. …”

New media and new practices of exploitation by Uzunoglu, Sarphan

“…They stated that you still need to have an Internet connection or a membership to ISP for producing within new media. …”
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Understanding the phenomenon of saltwater intrusion sourced from desalination plants at coastal aquifers by Farhat Abbas (5480)

“…Modeling the trends of saltwater intrusion needs theoretical understanding and thorough logical experimentation. …”

Effects of selenium in comparison to exendin-4 on the expression of GLP-1R, IRS-1 and preproinsulin in the pancreas of diabetic rats by Rizk, Sandra

“…It binds and activates GLP-1R with greater potency than GLP-1 and is used in the treatment of diabetes mellitus. …”
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Epidemiological and clinical characteristics of fall-related injuries: a retrospective study by Ahammed Mekkodathil (4578838)

“…Although the rate of fall-related injuries decreased over the years, the average number of patients per year remained high accounting for 32% of the hospitalized patients with moderate to severe injuries. …”

Trends in criminal convictions in Japan for vehicle collisions where one driver suffers from an epileptic seizure by Mineko Baba (19774386)

“…To reduce collisions to an even greater degree, this type of collision should be prevented. …”

Vitamin D Association With Macrophage-Derived Cytokines in Polycystic Ovary Syndrome: An Enhanced Risk of COVID-19 Infection? by Abu Saleh Md Moin (6189512)

“…Vitamin D deficiency was associated with decreased CD80 and IFN-γ in PCOS and IL-12 in both groups (p<0.05). …”

LLMs Have Rhythm: Fingerprinting Large Language Models Using Inter-Token Times and Network Traffic Analysis by Saeif Alhazbi (17058108)

“…<p dir="ltr">As Large Language Models (LLMs) become increasingly integrated into many technological ecosystems across various domains and industries, identifying which model is deployed or being interacted with is critical for the security and trustworthiness of the systems. …”